Author

Julian Liu

Founder and Lead Analyst

Julian Liu founded Open Variable Research and is responsible for its published research, evidence standards, revisions, and corrections.

Research responsibility

Published work separates disclosed facts, established theory, institutional views, analytical interpretation, and conditional scenarios. Each report states what would strengthen, weaken, revise, or withdraw its conclusion.

The author profile does not imply external peer review or an institutional team that has not been disclosed.

Read the research integrity policy ->